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Cummins Inc. (NYSE:CMI)

This company has been moved to the archive! The financial data has not been updated since May 2, 2024.

Analysis of Goodwill and Intangible Assets

Microsoft Excel

Goodwill and Intangible Asset Disclosure

Cummins Inc., balance sheet: goodwill and intangible assets

US$ in millions

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
Goodwill 2,499 2,343 1,287 1,293 1,286
Software 622 679 586 661 708
Trademarks, patents, customer relationships and other 2,886 2,858 957 959 956
Other intangible assets, gorss 3,508 3,537 1,543 1,620 1,664
Accumulated amortization (989) (850) (643) (657) (661)
Other intangible assets, net 2,519 2,687 900 963 1,003
Goodwill and other intangible assets 5,018 5,030 2,187 2,256 2,289

Based on: 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31).


The analysis of goodwill and intangible assets reveals a period of relative stability between 2019 and 2021, followed by a substantial increase in the asset base beginning in 2022. The total value of goodwill and other intangible assets rose from 2,187 million US dollars in 2021 to 5,030 million US dollars in 2022, representing a significant expansion of the balance sheet through acquired assets.

Goodwill Trends
Goodwill remained nearly constant from 2019 to 2021, fluctuating slightly around 1,290 million US dollars. A sharp increase occurred in 2022, where the value rose to 2,343 million US dollars, and continued to grow to 2,499 million US dollars by the end of 2023. This trajectory suggests significant acquisition activity during the 2022 fiscal year.
Identifiable Intangible Assets
Trademarks, patents, and customer relationships exhibited a pattern similar to goodwill. These assets remained stagnant at approximately 957 million US dollars through 2021 before surging to 2,858 million US dollars in 2022 and reaching 2,886 million US dollars in 2023. Software assets showed more volatility, experiencing a decline from 2019 to 2021, a spike in 2022, and a subsequent moderate decrease in 2023.
Gross vs. Net Intangible Assets and Amortization
Other intangible assets, gross, increased from 1,543 million US dollars in 2021 to 3,537 million US dollars in 2022. Concurrently, accumulated amortization accelerated, moving from -643 million US dollars in 2021 to -989 million US dollars in 2023. Consequently, while net intangible assets peaked in 2022 at 2,687 million US dollars, they declined to 2,519 million US dollars in 2023, reflecting the impact of ongoing amortization expenses on the expanded asset base.
Aggregate Asset Position
The total combined value of goodwill and other intangible assets shifted from a slight downward trend between 2019 and 2021 to a sustained high plateau. After the 2022 surge, the total value stabilized at 5,018 million US dollars in 2023, indicating that the growth was driven by a specific capital event rather than organic incremental growth.

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Adjustments to Financial Statements: Removal of Goodwill

Cummins Inc., Financial Data: Reported vs. Adjusted

Cummins Inc., adjustments to financial statements

US$ in millions

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
Adjustment to Total Assets
Total assets (as reported) 32,005 30,299 23,710 22,624 19,737
Less: Goodwill 2,499 2,343 1,287 1,293 1,286
Total assets (adjusted) 29,506 27,956 22,423 21,331 18,451
Adjustment to Total Cummins Inc. Shareholders’ Equity
Total Cummins Inc. shareholders’ equity (as reported) 8,850 8,975 8,474 8,062 7,507
Less: Goodwill 2,499 2,343 1,287 1,293 1,286
Total Cummins Inc. shareholders’ equity (adjusted) 6,351 6,632 7,187 6,769 6,221

Based on: 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31).


A consistent upward trajectory is observed in both reported and adjusted total assets from 2019 through 2023. While total assets expanded significantly over this five-year period, the divergence between reported and adjusted figures indicates a substantial increase in the valuation of goodwill and intangible assets, particularly starting in 2022.

Asset Composition and Growth
Reported total assets grew from 19,737 million US dollars in 2019 to 32,005 million US dollars in 2023. Adjusted total assets followed a similar growth pattern, rising from 18,451 million US dollars to 29,506 million US dollars. The gap between these two figures, representing goodwill and intangible assets, remained relatively stable between 2019 and 2021, averaging approximately 1,288 million US dollars, before increasing sharply to 2,343 million US dollars in 2022 and 2,499 million US dollars in 2023.
Shareholders' Equity Variance
Reported shareholders' equity exhibited a general increase from 7,507 million US dollars in 2019 to a peak of 8,975 million US dollars in 2022, with a slight contraction to 8,850 million US dollars in 2023. Conversely, adjusted shareholders' equity peaked earlier in 2021 at 7,187 million US dollars and entered a downward trend thereafter, ending at 6,351 million US dollars in 2023.
Impact of Intangible Asset Removal
The removal of goodwill and intangible assets reveals a decoupling between reported and adjusted equity. In 2019, the difference between reported and adjusted equity was 1,286 million US dollars. By 2023, this difference expanded to 2,499 million US dollars. This indicates that a larger proportion of the reported equity is comprised of intangible assets rather than tangible net assets over the analyzed period.
Financial Stability Observations
The decline in adjusted shareholders' equity from 2021 to 2023, occurring simultaneously with a rise in reported equity, suggests that the company's reported book value growth was driven primarily by the recognition of intangible assets or acquisitions rather than an increase in tangible equity reserves.

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Adjusted Financial Ratios: Removal of Goodwill (Summary)

Cummins Inc., Financial Ratios: Reported vs. Adjusted

Cummins Inc., adjusted financial ratios

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
Total Asset Turnover
Reported total asset turnover 1.06 0.93 1.01 0.88 1.19
Adjusted total asset turnover 1.15 1.00 1.07 0.93 1.28
Financial Leverage
Reported financial leverage 3.62 3.38 2.80 2.81 2.63
Adjusted financial leverage 4.65 4.22 3.12 3.15 2.97
Return on Equity (ROE)
Reported ROE 8.31% 23.97% 25.15% 22.19% 30.11%
Adjusted ROE 11.57% 32.43% 29.65% 26.43% 36.33%
Return on Assets (ROA)
Reported ROA 2.30% 7.10% 8.99% 7.91% 11.45%
Adjusted ROA 2.49% 7.69% 9.50% 8.39% 12.25%

Based on: 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31).


An analysis of the impact of goodwill and intangible asset removal on key financial performance indicators reveals a consistent divergence between reported and adjusted metrics from 2019 to 2023. The exclusion of these non-tangible assets generally enhances efficiency and return ratios while simultaneously elevating financial leverage.

Asset Efficiency
Total asset turnover exhibits a cyclical pattern, with a notable decline in 2020 followed by a gradual recovery through 2023. Adjusted turnover remains consistently higher than reported values throughout the period, suggesting that the core operating assets generate revenue more efficiently than the total asset base implies.
Capital Structure and Risk
A steady upward trend in financial leverage is observed over the five-year period. The adjusted leverage ratio is significantly higher than the reported ratio, indicating that the removal of goodwill increases the perceived reliance on debt relative to tangible equity. This variance expanded progressively, with the gap between reported and adjusted leverage growing from 0.34 in 2019 to 1.03 by 2023.
Profitability Returns
Both Return on Equity (ROE) and Return on Assets (ROA) demonstrate significant volatility, characterized by a sharp contraction in 2023. Adjusted ROE maintains a substantial premium over reported ROE, highlighting a higher return on tangible equity. While adjusted ROA also outperforms the reported figure, the margin of difference is narrower than that observed in ROE, indicating that the impact of goodwill removal is most pronounced on equity-based profitability metrics.

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Adjusted Total Asset Turnover

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
As Reported
Selected Financial Data (US$ in millions)
Net sales 34,065 28,074 24,021 19,811 23,571
Total assets 32,005 30,299 23,710 22,624 19,737
Activity Ratio
Total asset turnover1 1.06 0.93 1.01 0.88 1.19
Adjusted for Goodwill
Selected Financial Data (US$ in millions)
Net sales 34,065 28,074 24,021 19,811 23,571
Adjusted total assets 29,506 27,956 22,423 21,331 18,451
Activity Ratio
Adjusted total asset turnover2 1.15 1.00 1.07 0.93 1.28

Based on: 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31).

2023 Calculations

1 Total asset turnover = Net sales ÷ Total assets
= 34,065 ÷ 32,005 = 1.06

2 Adjusted total asset turnover = Net sales ÷ Adjusted total assets
= 34,065 ÷ 29,506 = 1.15


A consistent upward trajectory in total assets is observed from 2019 through 2023. Reported total assets grew from 19,737 million US dollars to 32,005 million US dollars, while adjusted total assets increased from 18,451 million US dollars to 29,506 million US dollars over the same period. A significant expansion in the asset base occurred between 2021 and 2022, where reported assets increased by approximately 27.6%.

Asset Composition and Intangibles
The divergence between reported and adjusted total assets indicates a growing presence of goodwill and intangible assets. This gap remained relatively stable between 2019 and 2021, but widened substantially in 2022 and 2023. The increase in the non-physical asset component suggests strategic acquisitions or an increase in the valuation of intangible holdings during the latter part of the analyzed period.
Reported Total Asset Turnover
The reported turnover ratio exhibited volatility, beginning at 1.19 in 2019 and dropping sharply to 0.88 in 2020. While a recovery followed in 2021 to 1.01, the ratio dipped again to 0.93 in 2022 before reaching 1.06 in 2023. This indicates fluctuations in the efficiency of the total asset base in generating revenue.
Adjusted Total Asset Turnover
The adjusted turnover ratio remained consistently higher than the reported ratio across all five years. Starting at 1.28 in 2019, it followed a similar trend to the reported ratio, dipping to 0.93 in 2020 and recovering to 1.15 by 2023. The higher adjusted ratio demonstrates that the underlying physical and operating assets are utilized more efficiently than the total asset base including intangibles.

The persistent gap between reported and adjusted asset turnover ratios highlights the impact of goodwill and intangible assets on efficiency metrics. By removing these non-operating assets from the calculation, the adjusted turnover provides a more favorable view of operational productivity. The recovery in turnover ratios by 2023 suggests an improvement in asset utilization efficiency following the volatility observed between 2020 and 2022.

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Adjusted Financial Leverage

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
As Reported
Selected Financial Data (US$ in millions)
Total assets 32,005 30,299 23,710 22,624 19,737
Total Cummins Inc. shareholders’ equity 8,850 8,975 8,474 8,062 7,507
Solvency Ratio
Financial leverage1 3.62 3.38 2.80 2.81 2.63
Adjusted for Goodwill
Selected Financial Data (US$ in millions)
Adjusted total assets 29,506 27,956 22,423 21,331 18,451
Adjusted total Cummins Inc. shareholders’ equity 6,351 6,632 7,187 6,769 6,221
Solvency Ratio
Adjusted financial leverage2 4.65 4.22 3.12 3.15 2.97

Based on: 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31).

2023 Calculations

1 Financial leverage = Total assets ÷ Total Cummins Inc. shareholders’ equity
= 32,005 ÷ 8,850 = 3.62

2 Adjusted financial leverage = Adjusted total assets ÷ Adjusted total Cummins Inc. shareholders’ equity
= 29,506 ÷ 6,351 = 4.65


A consistent expansion in the total asset base is observed from 2019 through 2023. Reported total assets increased from 19,737 million USD to 32,005 million USD, while adjusted total assets grew from 18,451 million USD to 29,506 million USD. While reported shareholders' equity showed general growth until 2022, adjusted shareholders' equity peaked in 2021 at 7,187 million USD before declining to 6,351 million USD by the end of 2023.

Reported Financial Leverage
A steady upward trend is observed in reported financial leverage, which rose from 2.63 in 2019 to 3.62 in 2023. The most pronounced increase occurred between 2021 and 2022, where the ratio shifted from 2.80 to 3.38.
Adjusted Financial Leverage
The adjusted financial leverage ratio consistently remains higher than the reported ratio across all periods. This metric increased from 2.97 in 2019 to 4.65 in 2023, with a significant acceleration observed after 2021, rising from 3.12 to 4.65.
Impact of Intangible Assets on Leverage
The divergence between reported and adjusted leverage has widened over the analyzed period. The variance between the two ratios was 0.34 in 2019 and expanded to 1.03 by 2023, indicating that the exclusion of goodwill and intangible assets reveals a substantially more leveraged capital structure than reported figures suggest.
Equity Divergence
A notable discrepancy is observed in equity trends after 2021. While reported shareholders' equity remained relatively stable between 8,474 million USD and 8,975 million USD from 2021 to 2022, adjusted shareholders' equity declined during the same period from 7,187 million USD to 6,632 million USD, further contributing to the rise in adjusted leverage.

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Adjusted Return on Equity (ROE)

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
As Reported
Selected Financial Data (US$ in millions)
Net income attributable to Cummins Inc. 735 2,151 2,131 1,789 2,260
Total Cummins Inc. shareholders’ equity 8,850 8,975 8,474 8,062 7,507
Profitability Ratio
ROE1 8.31% 23.97% 25.15% 22.19% 30.11%
Adjusted for Goodwill
Selected Financial Data (US$ in millions)
Net income attributable to Cummins Inc. 735 2,151 2,131 1,789 2,260
Adjusted total Cummins Inc. shareholders’ equity 6,351 6,632 7,187 6,769 6,221
Profitability Ratio
Adjusted ROE2 11.57% 32.43% 29.65% 26.43% 36.33%

Based on: 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31).

2023 Calculations

1 ROE = 100 × Net income attributable to Cummins Inc. ÷ Total Cummins Inc. shareholders’ equity
= 100 × 735 ÷ 8,850 = 8.31%

2 Adjusted ROE = 100 × Net income attributable to Cummins Inc. ÷ Adjusted total Cummins Inc. shareholders’ equity
= 100 × 735 ÷ 6,351 = 11.57%


An analysis of shareholders' equity and return on equity (ROE) from 2019 to 2023 reveals a consistent variance between reported and adjusted figures, reflecting the impact of goodwill and intangible assets on the capital structure.

Shareholders' Equity Trends
Reported shareholders' equity grew steadily from US$ 7,507 million in 2019 to a peak of US$ 8,975 million in 2022, before declining slightly to US$ 8,850 million in 2023. In contrast, adjusted shareholders' equity, which excludes goodwill and intangible assets, peaked in 2021 at US$ 7,187 million and subsequently declined to US$ 6,351 million by 2023. The divergence between these two metrics indicates a significant presence of intangible assets that grew relative to tangible equity until 2021.
Return on Equity (ROE) Performance
Reported ROE showed moderate volatility between 2019 and 2022, fluctuating between 22.19% and 30.11%, before experiencing a sharp contraction to 8.31% in 2023. Adjusted ROE followed a similar pattern but maintained higher values throughout the period, peaking at 32.43% in 2022 before falling to 11.57% in 2023. The precipitous decline in both metrics during 2023 suggests a significant reduction in net income relative to the equity base.
Impact of Adjusted Metrics
A consistent premium is observed in the adjusted ROE compared to the reported ROE across all five years. This indicates that the inclusion of goodwill and intangible assets in the reported equity base dilutes the return percentage. The gap was most pronounced in 2022, where adjusted ROE exceeded reported ROE by 8.46 percentage points. By removing these non-operating assets, the adjusted ROE provides a higher measurement of the efficiency with which the company generates returns from its tangible equity.

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Adjusted Return on Assets (ROA)

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
As Reported
Selected Financial Data (US$ in millions)
Net income attributable to Cummins Inc. 735 2,151 2,131 1,789 2,260
Total assets 32,005 30,299 23,710 22,624 19,737
Profitability Ratio
ROA1 2.30% 7.10% 8.99% 7.91% 11.45%
Adjusted for Goodwill
Selected Financial Data (US$ in millions)
Net income attributable to Cummins Inc. 735 2,151 2,131 1,789 2,260
Adjusted total assets 29,506 27,956 22,423 21,331 18,451
Profitability Ratio
Adjusted ROA2 2.49% 7.69% 9.50% 8.39% 12.25%

Based on: 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31).

2023 Calculations

1 ROA = 100 × Net income attributable to Cummins Inc. ÷ Total assets
= 100 × 735 ÷ 32,005 = 2.30%

2 Adjusted ROA = 100 × Net income attributable to Cummins Inc. ÷ Adjusted total assets
= 100 × 735 ÷ 29,506 = 2.49%


A consistent increase in total assets is observed from 2019 through 2023, with reported total assets growing from 19,737 million US$ to 32,005 million US$. A corresponding increase is evident in adjusted total assets, which rose from 18,451 million US$ to 29,506 million US$ over the same period. The divergence between reported and adjusted assets remained relatively stable between 2019 and 2021 but widened significantly starting in 2022, suggesting a substantial increase in the valuation of goodwill and intangible assets during the latter part of the period.

Asset Growth and Composition
Total assets experienced a steady upward trajectory, with the most significant expansion occurring between 2021 and 2022, where reported assets increased by approximately 27.8%. The gap between reported and adjusted assets expanded from approximately 1.3 billion US$ in 2021 to nearly 2.5 billion US$ by 2023, indicating that a larger portion of the asset base is comprised of non-physical or intangible components in recent years.
Return on Assets (ROA) Trends
Both reported and adjusted ROA exhibit a general downward trend over the five-year horizon. Reported ROA declined from 11.45% in 2019 to 2.30% in 2023. A similar pattern is observed in adjusted ROA, which fell from 12.25% in 2019 to 2.49% in 2023. A critical contraction in efficiency is noted between 2022 and 2023, where both metrics dropped by more than 4.5 percentage points, signaling a sharp decline in the ability to generate earnings from the asset base.
Impact of Asset Adjustments
Adjusted ROA consistently exceeds reported ROA across all observed years. This indicates that the exclusion of goodwill and intangible assets results in a higher calculated return, as the earnings are measured against a smaller, more tangible asset base. However, the margin of improvement provided by the adjustment is relatively small compared to the overall decline in ROA, suggesting that the drop in performance is driven by factors beyond the mere accumulation of intangible assets.

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